Reliability

Events

StandardEvent(*args)

Event defined in the standard space.

ProcessEvent(*args)

Event defined from a process and a domain.

DomainEvent(*args)

Event defined from a domain.

ThresholdEvent(*args)

Random vector defined from a comparison operator and a threshold.

IntersectionEvent(*args)

Event defined as the intersection of several events.

UnionEvent(*args)

Event defined as the union of several events.

Analytical algorithms

Analytical(*args)

Base class to evaluate the probability of failure of a system.

AnalyticalResult(*args)

Analytical result.

FORM(*args)

First Order Reliability Method (FORM).

FORMResult(*args)

Result of a FORM analysis.

MultiFORM(*args)

FORM approximation with multiple design points.

MultiFORMResult(*args)

Multiple FORM result.

SORM(*args)

Second Order Reliability Method (SORM).

SORMResult(*args)

Result of a SORM analysis.

SystemFORM(*args)

Approximation algorithm for system events based on FORM.

StrongMaximumTest(*args)

Strong Maximum Test.

Simulations methods

SimulationAlgorithm(*args)

Base class for simulation algorithms.

SimulationResult(*args)

EventSimulation result base class.

EventSimulation(*args)

Base class for sampling methods.

ProbabilitySimulationAlgorithm(*args)

Iterative sampling methods.

ProbabilitySimulationResult(*args)

Probability simulation result.

DirectionalSampling(*args)

Directional sampling algorithm.

PostAnalyticalSimulation(*args)

Post analytical simulation.

PostAnalyticalControlledImportanceSampling(*args)

Post analytical controlled importance sampling.

PostAnalyticalImportanceSampling(*args)

Post analytical importance sampling.

SubsetSampling(*args)

Subset simulation.

SubsetSamplingResult(*args)

Subset sampling result.

AdaptiveDirectionalStratification(*args)

Adaptive directional simulation.

NAIS(*args)

Nonparametric Adaptive Importance Sampling (NAIS) algorithm.

NAISResult(*args)

NAIS result.

CrossEntropyImportanceSampling(*args)

Cross-Entropy Importance Sampling algorithm.

PhysicalSpaceCrossEntropyImportanceSampling(*args)

Physical Space Cross-Entropy Importance Sampling.

StandardSpaceCrossEntropyImportanceSampling(*args)

Standard Space Cross-Entropy Importance Sampling.

CrossEntropyResult(*args)

Cross Entropy result.

experimental.LineSampling(*args)

Line sampling algorithm.

Quantile confidence

experimental.QuantileConfidence(*args)

Estimate confidence intervals of a quantile.

Simulation sensitivity analysis

SimulationSensitivityAnalysis(*args)

Class to perform a sensitivity analysis based on a reliability event.

Root Strategy

RootStrategy(*args)

Base class for root strategies.

RiskyAndFast(*args)

RiskyAndFast method.

MediumSafe(*args)

MediumSafe method.

SafeAndSlow(*args)

SafeAndSlow method.

Sampling Strategy

SamplingStrategy(*args)

Base class for directions sampling strategies.

RandomDirection(*args)

Directions sampling following the random direction strategy.

OrthogonalDirection(*args)

Directions sampling following the orthogonal direction strategy.

Non linear solvers

Solver(*args)

SolverImplementation of 1D non linear equations.

experimental.LeastSquaresEquationsSolver(*args)

Solve systems of non-linear equations using a least squares method.

Bisection(*args)

Bisection algorithm solver for 1D non linear equations.

Brent(*args)

Brent algorithm solver for 1D non linear equations.

Secant(*args)

Secant algorithm solver for 1D non linear equations.